As usual with Google's rollouts of new functions inside its mobile apps or services, not everyone who has one of those handsets is currently seeing the HDR support added.

In order to tell if you're one of the lucky ones, you need to play a video that was actually shot in HDR, and then check the YouTube app's quality settings - basically all of the resolution options should mention "HDR".